Pith Number

pith:4XORNMDX

pith:2024:4XORNMDX4XDLNJ4XM7NCJLVTLP

not attested not anchored not stored refs pending

Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback

Faeze Brahman, Hannaneh Hajishirzi, Lester James V. Miranda, Noah A. Smith, Pradeep Dasigi, Sachin Kumar, Valentina Pyatkin, Yanai Elazar, Yizhong Wang

arxiv:2410.19133 v5 · 2024-10-24 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4XORNMDX4XDLNJ4XM7NCJLVTLP}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

PEBS: Per-rater Empirical-Bayes Shrinkage for RLHF Reward-Model Calibration

Receipt and verification

First computed	2026-07-05T11:13:14.813494Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5dd16b077e5c6b6a79767da24aeb35bf6d622833f9ba1e5db94eb2c04ae1738

Aliases

arxiv: 2410.19133 · arxiv_version: 2410.19133v5 · doi: 10.48550/arxiv.2410.19133 · pith_short_12: 4XORNMDX4XDL · pith_short_16: 4XORNMDX4XDLNJ4X · pith_short_8: 4XORNMDX

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/4XORNMDX4XDLNJ4XM7NCJLVTLP \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: e5dd16b077e5c6b6a79767da24aeb35bf6d622833f9ba1e5db94eb2c04ae1738

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a786a74839055d053fe6346b340cfdd966d4d771cba8da6ea0c58464381708e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-24T20:04:15Z",
    "title_canon_sha256": "1f4a856f790974a0488aeb9961c8b6b2e322ca198c3ffa4f6ad3cc616e1408b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19133",
    "kind": "arxiv",
    "version": 5
  }
}